Nanoparticle synthesis assisted by machine learning

H Tao, T Wu, M Aldeghi, TC Wu… - Nature reviews …, 2021 - nature.com
Many properties of nanoparticles are governed by their shape, size, polydispersity and
surface chemistry. To apply nanoparticles in chemical sensing, medical diagnostics …

Application of ensemble machine learning approach to assess the factors affecting size and polydispersity index of liposomal nanoparticles

B Hoseini, MR Jaafari, A Golabpour… - Scientific Reports, 2023 - nature.com
Liposome nanoparticles have emerged as promising drug delivery systems due to their
unique properties. Assessing particle size and polydispersity index (PDI) is critical for …

Heat transfer enhancement and life cycle analysis of a Shell-and-Tube Heat Exchanger using stable CuO/water nanofluid

Z Said, SMA Rahman, MEH Assad, AH Alami - … Energy technologies and …, 2019 - Elsevier
One of the major goals for engineers and designers in industrial processes has always been
the optimization of Shell-and-Tube Heat Exchangers. Efficiency enhancement of heat …

[HTML][HTML] In vitro and in vivo anticancer efficacy potential of Quercetin loaded polymeric nanoparticles

R Baksi, DP Singh, SP Borse, R Rana… - Biomedicine & …, 2018 - Elsevier
Quercetin (QCT) is a flavonoid, abundantly present in plants and has gained considerable
interest for its antioxidant property and chemo preventive activity. Bioavailability of QCT is …

[HTML][HTML] Ultrasound in the deproteinization process for chitin and chitosan production

D Vallejo-Domínguez, E Rubio-Rosas… - Ultrasonics …, 2021 - Elsevier
Recently, chitin and chitosan are widely investigated for food preservation and active
packaging applications. Chemical, as well as biological methods, are usually adopted for …

Resveratrol encapsulation in high molecular weight chitosan-based nanogels for applications in ocular treatments: Impact on human ARPE-19 culture cells

FS Buosi, A Alaimo, MC Di Santo, F Elias… - International Journal of …, 2020 - Elsevier
Oxidative stress and inflammation play a pivotal role in ocular diseases. Resveratrol (RSV)
is a natural bioactive that has recently attracted attention due to it potent antioxidant and anti …

Optimizing nanoliposomal formulations: Assessing factors affecting entrapment efficiency of curcumin-loaded liposomes using machine learning

B Hoseini, MR Jaafari, A Golabpour… - International Journal of …, 2023 - Elsevier
Background Curcumin faces challenges in clinical applications due to its low bioavailability
and poor water solubility. Liposomes have emerged as a promising delivery system for …

Artificial neural network based particle size prediction of polymeric nanoparticles

J Youshia, ME Ali, A Lamprecht - European Journal of Pharmaceutics and …, 2017 - Elsevier
Particle size of nanoparticles and the respective polydispersity are key factors influencing
their biopharmaceutical behavior in a large variety of therapeutic applications. Predicting …

Introduction of Materials Genome Technology and Its Applications in the Field of Biomedical Materials

Y Qiu, Z Wu, J Wang, C Zhang, H Zhang - Materials, 2023 - mdpi.com
Traditional research and development (R&D) on biomedical materials depends heavily on
the trial and error process, thereby leading to huge economic and time burden. Most …

[HTML][HTML] Extensively deacetylated high molecular weight chitosan from the multistep ultrasound-assisted deacetylation of beta-chitin

A Fiamingo, JA de Moura Delezuk, S Trombotto… - Ultrasonics …, 2016 - Elsevier
High intensity ultrasound irradiation was used to convert beta-chitin (BCHt) into chitosan
(CHs). Typically, beta-chitin was suspended in 40%(w/w) aqueous sodium hydroxide at a …